Studying and Improving Graph Neural Network-based Motif Estimation

Pedro C. Vieira, Miguel E. P. Silva, Pedro Manuel Pinto Ribeiro

Graph Neural Networks (GNNs) are a predominant method for graph representation learning. However, beyond subgraph frequency estimation, their application to network motif significa…